Postdoctoral Researcher - Multimodal AI for Whole-Body PET/CT — Universität Bern
- Location
- Bern
- Contract
- full-time
- Posted
- 3 days ago
Role overview
UniBE is interconnected.
Shape research questions and develop multimodal methods combining PET/CT with clinical text, followed by longitudinal imaging and digitised histology.
Develop context-aware image analysis and segmentation, multimodal representation learning and outcome prediction; explore physician-editable report generation.
- UniBE is interconnected.
- Shape research questions and develop multimodal methods combining PET/CT with clinical text, followed by longitudinal imaging and digitised histology.
- With us, you're part of an international community and benefit from interdisciplinary collaboration. Aufgaben: Meaningful work and fair compensation
What the company offers
- With us, you're part of an international community and benefit from interdisciplinary collaboration. Aufgaben: Meaningful work and fair compensation
Application process
- Contribute to follow-on grant applications and interdisciplinary collaboration. Anforderungen:
- PhD in computer science, machine learning, biomedical engineering or a related field.
- Strong deep-learning research on images; 3D/volumetric experience highly desirable.
- Excellent Python/PyTorch skills; reproducible pipelines at scale.
- Substantial methodological ownership and strong first-author publications.
- Ability to frame research questions, design baselines/ablations, identify leakage and shortcut learning, and communicate across disciplines.
- Particularly valuable: multimodal/vision-language learning, self-supervised pretraining or medical foundation models, longitudinal imaging, clinical NLP/report generation, computational pathology/whole-slide imaging, and distributed training.
- Prior PET/CT experience is not required; we provide clinical, biological and imaging expertise.
Additional details
- With us, you're part of an international community and benefit from interdisciplinary collaboration.
- Contribute to follow-on grant applications and interdisciplinary collaboration.
Notes and original content
- Anforderungen:
- Wir bieten:
- Meaningful work and fair compensation
Questions about this listing
What salary does Universität Bern offer for this role?
Universität Bern lists CHF 85'000 - 119'000 gross per year for this position in Bern. This is the salary published in the original listing (or, when the employer omits a figure, a realistic estimate for the role and sector) — the calculator on this site converts it to your actual net take-home once cross-border tax and social contributions are applied.
Is this a full-time role, and what type of contract does Universität Bern offer?
This listing is a full-time position. The contract type shown here comes directly from the employer's original posting; always confirm exact hours, notice period and probation length with Universität Bern during the application process, since these details can vary by role even within the same contract category.
Do I need a cross-border work permit for a role in Bern?
EU/EFTA residents living in the border zone of the country adjoining Canton Bern can apply for a G permit; the Swiss employer files it with that canton's migration office after the contract is signed. Border-zone rules and processing times vary by neighbouring country and canton, so confirm the specifics with Bern's cantonal migration office or with HR during the application.
How do I apply for this position at Universität Bern?
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